Resources:
- topics/ai .. ai
- topics/amharic .. amharic
- topics/bloom .. bloom
- topics/chain-of-thought .. chain-of-thought
- topics/dialogue-systems .. dialogue-systems
- topics/flan-t5 .. flan-t5
- topics/foundation-model .. foundation-model
- topics/gpt .. gpt
- topics/gpt-3-prompts .. gpt-3-prompts
- topics/gpt3 .. gpt3
- topics/gradio-interface .. gradio-interface
- topics/huggingface-transformers .. huggingface-transformers
- topics/hyperparameters .. hyperparameters
- topics/in-context-learning .. in-context-learning
- topics/knowledge-extraction .. knowledge-extraction
- topics/language-model .. language-model
- topics/language-modeling .. language-modeling
- topics/language-models .. language-models
- topics/language-understanding .. language-understanding
- topics/large-language-model .. large-language-model
- topics/large-language-models .. large-language-models
- topics/mlops-community .. mlops-community
- topics/nlp .. nlp
- topics/open-datasets .. open-datasets
- topics/pre-trained-model .. pre-trained-model
- topics/pre-training .. pre-training
- topics/prompt-based-learning .. prompt-based-learning
- topics/prompt-learning .. prompt-learning
- topics/prompt-tuning .. prompt-tuning
- topics/question-answering .. question-answering
- topics/rlhf .. rlhf
- topics/rnn .. rnn
- topics/rwkv .. rwkv
- topics/t5 .. t5
- topics/text-generation .. text-generation
Wikipedia:
See also:
100 Best Language Model Videos | IRSTLM (IRST Language Modeling) Toolkit | Language Modeling & Chatbots | Neural Language Model & Avatars | Rule-based Language Modeling
- 0xmono/ml_in_gamedev .. machine learning applications in game development
- abacaj/awesome-transformers .. a curated list of awesome transformer models.
- abonia1/cheatsheet-llm .. cheat sheet of llm
- ainize-team/llm-fastapi .. serving large language model using fastapi and celery
- alibaba/alicemind .. alibaba’s collection of encoder-decoders from mind (machine intelligence of damo) lab
- alliesaizan/spooky-lightning-talk .. this repository hosts files and data for a nlp project completed in 2019.
- altdeep/llm-lab .. repository for a course on building applications for large language models.
- alumae/kaldi-nnet-dur-model .. neural network phone duration model on top of the kaldi speech recognition framework
- amirmotefaker/create-your-own-chatgpt .. create your own chatgpt with python
- andreamad8/ppcm .. plug-and-play conversational models
- andrewt3000/dl4nlp .. deep learning for nlp resources
- antoyang/frozenbilm .. [neurips 2022] zero-shot video question answering via frozen bidirectional language models
- apache/joshua-site .. apache joshua site
- arunprsh/sagemaker-jumpstart-generative-ai-examples .. generative ai with sagemaker jumpstart
- asahi417/tner .. an all-round python library for transformer-based named entity recognition, eacl 2021″
- atfortes/lm-reasoning-papers .. collection of papers and resources on reasoning in large language models (llms), including chain-of-thought (cot), instruction-tuning, and others.
- avilum/llama-saas .. a client/server for llama (large language model meta ai) that can run anywhere.
- aws/amazon-sagemaker-examples .. example ? jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using ? amazon sagemaker.
- azhenley/papers-ux-ai-programming .. list of research papers of research papers investigating the user experience of ai-powered programming assistants (e.g., copilot).
- bigcash/awesome-ai-list-guide .. the guide of awesome list about ai
- blacksamorez/tensor_parallel .. automatically split your pytorch models on multiple gpus for training & inference
- cedrickchee/awesome-bert-nlp .. a curated list of nlp resources focused on transformer networks, attention mechanism, gpt, bert, chatgpt, llms, and transfer learning.
- cedrickchee/awesome-transformer-nlp .. a curated list of nlp resources focused on transformer networks, attention mechanism, gpt, bert, chatgpt, llms, and transfer learning.
- cedrickchee/chatgpt-universe .. chatgpt universe is fleeting notes on chatgpt, gpt, and large language models (llms)
- chethanhn29/data-science-ml-and-dl-resources .. collection of free notes,courses,videos,projects,articles and repos links to learn machine learning ,deep learning,python,sql,cnn,nlp,gan,gnn,transfomers,flask,django,and end to end machine learning projects
- clue-ai/chatyuan .. large language model for dialogue in chinese and english
- cmhungsteve/awesome-transformer-attention .. an ultimately comprehensive paper list of vision transformer/attention, including papers, codes, and related websites
- cmungall/semantic-llama .. a knowledge extraction tool that uses a large language model to extract semantic information from text
- cornelk/llama-go .. port of facebook’s llama (large language model meta ai) in golang with embedded c/c++
- craftjarvis/mc-planner .. interactive planning with large language models enables open-world multi-task agents”
- crazyofapple/reading_groups .. a paper & resource list of large language models, including course, paper, demo, figures
- cs124/group-works .. github – cs124/group-works
- cvlab-columbia/viper .. visual inference via python execution for reasoning”
- dair-ai/ml-papers-of-the-week .. ?highlighting the top ml papers every week.
- dair-ai/prompt-engineering-guide .. ? guides, papers, lecture, notebooks and resources for prompt engineering
- databrickslabs/dolly .. databricks’ dolly, a large language model trained on the databricks machine learning platform
- deepset-ai/haystack-website .. contents moved to https://github.com/deepset-ai/haystack-home
- dongzhougu/arxiv-daily .. arxiv-daily
- dptrsa-300/start_with_bloom .. bloom is a new multi-lingual llm (large language model) from bigscience, a hunggingface-hosted open collaboration with hundreds of researchers and institutions around the world. this repo contains a notebook and configuration scripts to get started with the basics of text generation using bloom’s 1.3b parameter pre-trained model.
- dust-tt/dust .. design and deploy large language model apps
- egoalpha/prompt-in-context-learning .. mastery of the llms such as chatgpt, gpt-3, and flant5, with up-to-date and cutting-edge updates.
- eriknovak/demo-galactica .. the playground from experimenting and working with the galactica model
- ethicalml/awesome-production-machine-learning .. a curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
- eurus-holmes/awesome-multimodal-research .. a curated list of multimodal related research.
- explosion/prodigy-openai-recipes .. ? bootstrap annotation with zero- & few-shot learning via openai gpt-3
- f/awesome-chatgpt-prompts .. this repo includes chatgpt prompt curation to use chatgpt better.
- fafrd/aquarium .. ai-controlled linux containers
- fboerncke/bloom-ai-simple-starter-nodejs .. simple starter bloom example showing how to access the web api to get something up and running in short time.
- felix-zaslavskiy/large-language-model-chats .. chats recorded by using large language models
- fladdict/llm_games .. chat based rpg with gpt4
- flairnlp/flair .. a very simple framework for state-of-the-art natural language processing (nlp)
- gabriben/awesome-generative-information-retrieval .. github – gabriben/awesome-generative-information-retrieval
- ggerganov/llama.cpp .. port of facebook’s llama model in c/c++
- gmcgoldr/ait .. github – gmcgoldr/ait
- google/big-bench .. beyond the imitation game collaborative benchmark for measuring and extrapolating the capabilities of language models
- googlecloudplatform/llm-pipeline-examples .. github – googlecloudplatform/llm-pipeline-examples
- gururise/alpacadatacleaned .. alpaca dataset from stanford, cleaned and curated
- hannibal046/awesome-llm .. a curated list of large language model
- hornhehhf/rr .. github – hornhehhf/rr
- huggingface/large_language_model_training_playbook .. an open collection of implementation tips, tricks and resources for training large language models
- huggingface/llm_training_handbook .. an open collection of methodologies to help with successful training of large language models.
- huggingface/olm-datasets .. pipeline for pulling and processing online language model pretraining data from the web
- huggingface/text-generation-inference .. large language model text generation inference
- huggingface/transformers .. state-of-the-art machine learning for pytorch, tensorflow, and jax.
- infinitylogesh/mutate .. a library to synthesize text datasets using large language models (llm)
- jacobhilton/deep_learning_curriculum .. language model alignment-focused deep learning curriculum
- jalammar/ecco .. explain, analyze, and visualize nlp language models. ecco creates interactive visualizations directly in jupyter notebooks explaining the behavior of transformer-based language models (like gpt2, bert, roberta, t5, and t0).
- jeffhj/lm-reasoning .. this repository contains a collection of papers and resources on reasoning in large language models.
- jiggy-ai/hn_summary .. summarizes top stories from hacker news using a large language model and post them to a telegram channel.
- joheras/lecturas .. github – joheras/lecturas
- johnnay/llm-lobbyist .. large language models as corporate lobbyists (2023).
- josstorer/chatgptbox .. integrating chatgpt into your browser deeply, everything you need is here
- jtmuller5/the-hustlegpt-challenge .. building startups with an ai co-founder
- julesgm/eli5_retrieval_large_lm .. github – julesgm/eli5_retrieval_large_lm
- kennethanceyer/awesome-llm .. awesome series for large language model(llm)s
- kennethleungty/failed-ml .. compilation of high-profile real-world examples of failed machine learning projects
- kent0n-li/chatdoctor .. github – kent0n-li/chatdoctor
- kiet7uke/chatgpt-openai .. chatgpt application using openai
- kyaiooiayk/awesome-llm-large-language-models-notes .. what can i do with a llm model?
- kyrolabs/awesome-langchain .. ? awesome list of tools and project around the awesome langchain framework
- laion-ai/open-assistant .. openassistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
- lastmile-ai/llama-retrieval-plugin .. llama retrieval plugin script using openai’s retrieval plugin
- lel-a/doc .. overarching documentation and planning to build so-called instruction-following large language models aka “chatgpt-style” models for the european language area.
- lianjiatech/belle .. be large language model engine
- lightning-ai/lai-text-prediction-component .. github – lightning-universe/text-prediction_component
- louisfb01/best_ai_papers_2022 .. a curated list of the latest breakthroughs in ai (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
- lucasduport/daily_dall-e .. this tool allows you to automatically post to instagram by generating captions and images using machine learning models.
- lucidrains/flamingo-pytorch .. implementation of ? flamingo, state-of-the-art few-shot visual question answering attention net out of deepmind, in pytorch
- m1guelpf/chatgpt-telegram .. run your own gptchat telegram bot, with a single command!
- marviel/lukebechtel-web .. luke’s website — blog, projects, and other fun things ?
- microsoft/codamosa .. github – microsoft/codamosa
- microsoft/deepspeed .. deepspeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
- microsoft/prompt-engine .. a library for helping developers craft prompts for large language models
- microsoft/prompt-engine-py .. a utility library for creating and maintaining prompts for large language models
- microsoft/unilm .. large-scale self-supervised pre-training across tasks, languages, and modalities
- mikib0/chappie .. chappie is a telegram bot that leverages the openai api to allow users to communicate with a large language model directly through the telegram platform.
- mikrl/django-llm .. a reusable django app for large language model workflows
- mlfoundations/open_flamingo .. an open-source framework for training large multimodal models
- nandhakumarrnk/chatgpt .. this repository contains fully working chatbot using chatgpt api, where conversations and messages endpoints are implemented with ui
- natthasath/demo-python-chatgpt .. chatgpt is a large language model developed by openai for conversational text generation and other natural language processing tasks. it is based on gpt architecture and can be fine-tuned for various nlp tasks.
- neelguha/legal-ml-datasets .. a collection of datasets and tasks for legal machine learning
- nemozen/am-llm .. amharic large language model
- nervanasystems/distiller .. a python package for neural network compression research. https://intellabs.github.io/distiller
- neuml/txtai .. ? semantic search and workflows powered by language models
- nomic-ai/gpt4all .. a chatbot trained on a massive collection of clean assistant data including code, stories and dialogue
- noowad93/ml-paper-summaries .. reviews of nlp papers for a personal purpose
- nowlab/dalm .. an efficient language model using double-array structures
- nuprl/multipl-e .. a multi-programming language benchmark for evaluating the performance of large language model of code.
- off99555/machine-learning-curriculum .. learn to make machines learn so that you don’t have to struggle to program them; the ultimate list
- ogkalu2/human-parity-on-machine-translations .. bilingual (or multilingual) large language models and in-context learning- the key to human parity on machine translations
- oobabooga/text-generation-webui .. a gradio web ui for running large language models like gpt-j 6b, opt, galactica, llama, and pygmalion.
- openai/openai-cookbook .. examples and guides for using the openai api
- openai/openai-python .. the openai python library provides convenient access to the openai api from applications written in the python language.
- openbiolink/thoughtsource .. https://samwald.info/
- opendilab/awesome-rlhf .. a curated list of reinforcement learning with human feedback resources (continually updated)
- orhonovich/unnatural-instructions .. github – orhonovich/unnatural-instructions
- paperswithcode/galai .. model api for galactica
- pbhu1024/awesome-augmented-language-model .. ?research papers about leveraging the capabilities of language models?
- phoebussi/alpaca-cot .. we extend cot data to alpaca to boost its reasoning ability. we are constantly expanding our collection of instruction-tuning data, and integrating more llms together for easy use.
- piotrnawrot/nanot5 .. fast & simple repository for pre-training and fine-tuning t5-style models
- piyush-agrawal6/chatai-bot .. chat ai is a large language model chatbot developed by using openai based on text-davinci-003 api. it has a remarkable ability to interact in conversational dialogue form and provide responses that can appear surprisingly human.
- pkunlp-icler/childtuning .. github – pkunlp-icler/childtuning
- prodramp/deepworks .. a collection of deep learning projects and resources
- projectdiscovery/aix .. aix is a cli tool to interact with large language models (llm) apis.
- promptslab/awesome-prompt-engineering .. this repository contains a hand-curated resources for prompt engineering with a focus on generative pre-trained transformer (gpt), chatgpt, palm etc
- prrao87/tweet-stance-prediction .. applying nlp transfer learning techniques to predict tweet stance toward a topic
- rallio67/language-model-agents .. experiments with generating opensource language model assistants
- readme-generator/alreadyme-ai-serving .. serving large language model with transformers
- reasoning-machines/pal .. program-aided language models
- ropensci/software-review .. ropensci software peer review.
- rucaibox/plmpapers .. a paper list of pre-trained language models (plms).
- runxinxu/childtuning .. towards effective and generalizable fine-tuning?
- rynst/awesome-llm-engineering .. prompt engineering, fine tuning, etc.) [ work in progress, feel free to contribute! ]
- salesforce/codegen .. codegen is an open-source model for program synthesis. trained on tpu-v4. competitive with openai codex.
- saltudelft/ml4se .. a curated list of papers, theses, datasets, and tools related to the application of machine learning for software engineering
- schneiderfelipe/getanswe.rs .. command-line applications as building blocks for creating large language model applications
- seannaren/smallscience .. minimal code to train a large language model (llm).
- sentdex/chatgpt-at-home .. large language model (llm) chatbot application, written by chatgpt
- steven2358/awesome-generative-ai .. a curated list of modern generative artificial intelligence projects and services
- superiorlu/aitreasurebox .. collect practical ai tools, websites, papers and tutorials on ai.
- sw-yx/ai-notes .. notes for software engineers getting up to speed on new ai developments. serves as datastore for lspace.swyx.io writing, and product brainstorming, but has cleaned up canonical references under the /resources folder.
- synkathairo/flan-t5-large-gradio .. a gradio frontend for google’s flan-t5 large language model, can also be adjusted for other sizes.
- thechangelog/transcripts .. changelog episode transcripts in markdown format ?
- thunlp/deltapapers .. must-read papers of parameter-efficient tuning (delta tuning) methods on pre-trained models.
- thunlp/model_emotion .. neuron activation
- timothybrooks/instruct-pix2pix .. github – timothybrooks/instruct-pix2pix
- togethercomputer/openchatkit .. github – togethercomputer/openchatkit
- tomohideshibata/bert-related-papers .. bert-related papers
- transitive-bullshit/chatgpt-api .. node.js client for the official chatgpt api. ?
- travistangvh/chatgpt-data-science-prompts .. a repository of 60 useful data science prompts for chatgpt
- txsun1997/lmaas-papers .. awesome papers on language-model-as-a-service (lmaas)
- uf-hobi-informatics-lab/gatortron .. all scripts used in gatortron project
- ukplab/sentence-transformers .. multilingual sentence & image embeddings with bert
- visioninit .. ai models @ aimodels.org
- wozeparrot/tinyrwkv .. tinygrad port of the rwkv large language model.
- wukevin/tcr-bert .. large language modeling applied to t-cell receptor (tcr) sequences.
- wxl1999/plmpapers .. a paper list of pre-trained language models (plms).
- wyu97/genread .. large language models are strong context generators” in iclr 2023.
- xrsrke/toolformer .. language models can teach themselves to use tools
- yters/transcripts .. transcripts from discussions with textual ai systems.
- yue-yang/chatgpt-siri .. shortcuts for siri using chatgpt api gpt-3.5-turbo & gpt-4 model, supports continuous conversations, configure the api key & save chat records.
- yuzheshi/awesome-agi-cocosci .. an awesome & curated list for artificial general intelligence, an emerging inter-discipline field that combines artificial intelligence and computational cognitive sciences.
- zammo-ai/employment-accessibility-advancements-through-voice-ai-edge-extension .. this repository contains the research and prototype for zammo.ai in the context of its ai for accessibility grant
- zjunlp/easyinstruct .. an easy-to-use framework to instruct large language models.
- zjunlp/prompt4reasoningpapers .. a survey”.
- zrrskywalker/llama-adapter .. fine-tuning llama to follow instructions within 1 hour and 1.2m parameters